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STAT GU4205 Linear Regression Models. 3 points.

CC/GS: Partial Fulfillment of Science Requirement

Prerequisites: STAT GU4204 or the equivalent, and a course in linear algebra.

Theory and practice of regression analysis. Simple and multiple regression, testing, estimation, prediction, and confidence procedures, modeling, regression diagnostics and plots, polynomial regression, colinearity and confounding, model selection, geometry of least squares. Extensive use of the computer to analyse data.

Spring 2019: STAT GU4205
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4205 001/71345 Sa 1:10pm - 3:40pm
203 Mathematics Building
Yang Feng 3 22/60
Fall 2019: STAT GU4205
Course Number Section/Call Number Times/Location Instructor Points Enrollment
STAT 4205 001/48433 M W 1:10pm - 2:25pm
517 Hamilton Hall
Wayne Lee 3 27/65
STAT 4205 002/48443 M W 2:40pm - 3:55pm
301 Pupin Laboratories
Wayne Lee 3 17/25
STAT 4205 003/48445 F 10:10am - 12:55pm
402 Chandler
Linxi Liu 3 18/35
STAT 4205 004/48446 T Th 7:40pm - 8:55pm
209 Havemeyer Hall
Haiyuan Wang 3 13/35

Statistics

Barnard College

http://bulletin.columbia.edu/barnard-college/courses-instruction/statistics/

The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu

Statistics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/statistics/

The Statistics Department Office: 1005 School of Social Work (1255 Amsterdam Avenue); 212-851-2132 http://www.stat.columbia.edu

Mathematics-Statistics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics-statistics/

Director of Undergraduate Studies: Prof. Ovidiu Savin, 409 Mathematics; 212-854-8233; savin@math.columbia.edu

Statistics

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/statistics/

...to Statistics , STAT GU4203 PROBABILITY THEORY , STAT GU4204 Statistical Inference , and STAT GU4205 Linear Regression...

Mathematics

Columbia College

http://bulletin.columbia.edu/columbia-college/departments-instruction/mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Applied Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/applied-mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Computer Science - Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/computer-science-mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...

Mathematics

General Studies

http://bulletin.columbia.edu/general-studies/majors-concentrations/mathematics/

...are encouraged to replace STAT GU4205 Linear Regression Models with STAT GU4282 Linear Regression and...